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PROCESSING AND PREDICTION OF TIME SERIES IN DIGITAL SYSTEMS OF TELECOMMUNICATIONS AND INFORMATION SYSTEMS OF MANAGEMENT
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PROCESSING AND PREDICTION OF TIME SERIES IN DIGITAL SYSTEMS OF TELECOMMUNICATIONS AND INFORMATION SYSTEMS OF MANAGEMENT
UDK 62 Инженерное дело. Техника в целом. Транспорт
Kropotov Yuriy
Belov Aleksey 2
Proskuryakov Aleksandr 3
Authors:
2.  Muromskiy institut (filial) Vladimirskogo gosudarstvennogo universiteta im. A.G. i N.G. Stoletovyh (kafedra "Elektronika i vychislitel'naya tehnika", docent)

Murom, Vladimir, Russian Federation
3.  Muromskiy institut (filial) Vladimirskogo gosudarstvennogo universiteta im. A.G. i N.G. Stoletovyh (kafedra "Elektronika i vychislitel'naya tehnika", docent)

Murom, Vladimir, Russian Federation
Type:
Article
DOI:
https://doi.org/10.12737/article_5a02f9ff8fc6f2.12270582
Pages:
from 65 to 70
Status:
Published
Received:
03.10.2017
Accepted:
03.10.2017
Published:
03.10.2017
Subject area:
UDK 62 Инженерное дело. Техника в целом. Транспорт
Language:
Russian
Keywords:
prognozirovanie, parametricheskoe prognozirovanie, neyronnaya set', vremennoy ryad, trehsloynyy perseptron pryamogo rasprostraneniya, informacionnaya sistema
Abstract and keywords
Abstract (English):
Issledovany metody parametricheskogo prognozirovaniya, osnovannye na predstavlenii vremennogo ryada obobschennym mnogochlenom po sisteme lineyno nezavisimyh funkciy, a takzhe algoritmy prognoza, osnovannye na modelyah avtoregressii. Rassmotreny voprosy nahozhdeniya ocenok prognoza posredstvom minimizacii funkcii poter'. Issledovan metod obobscheniya algoritma prognoza s pomosch'yu lineynoy modeli, razrabotannoy s primeneniem tehnologii iskusstvennyh neyronnyh setey (INS). Predstavlena sistema prognozirovaniya s pomosch'yu INS.

Keywords:
prognozirovanie, parametricheskoe prognozirovanie, neyronnaya set', vremennoy ryad, trehsloynyy perseptron pryamogo rasprostraneniya, informacionnaya sistema
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References

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